{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "from mat4py import loadmat\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "psych_type = 'Bipolar' # 'Bipolar' или 'Depression' или 'Schizophrenia'\n",
    "file_no = 16 # Номер файла из директории, начиная с 1 (не 0!!!)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Path.cwd()\n",
    "\n",
    "files_path = Path.cwd() / 'DATASETS' / 'Psychiatry ECG' / psych_type\n",
    "files_name = sorted(\n",
    "    list(files_path.iterdir()),\n",
    "    key=lambda x: int(str(x).split('(')[1].split(')')[0])\n",
    ")\n",
    "\n",
    "# files_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
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         "name": "sinyal",
         "rawType": "object",
         "type": "unknown"
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       "conversionMethod": "pd.DataFrame",
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         "8",
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         "10",
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         "16",
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         "17",
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         "[9.1, -3.2, -12.3, -2.9, 10.7, -7.7, -74.4, -26.8, -21.3, -14.8, -27.3, -19.4]"
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         "18",
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        [
         "19",
         "1",
         "[8.5, -2.8, -11.3, -2.8, 9.9, -7.0, -74.1, -26.4, -20.9, -14.4, -26.9, -19.0]"
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         "20",
         "1",
         "[6.7, -3.5, -10.2, -1.6, 8.4, -6.8, -73.9, -26.2, -20.7, -14.2, -26.7, -18.8]"
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         "21",
         "1",
         "[6.8, -3.3, -10.1, -1.7, 8.4, -6.7, -73.8, -26.2, -20.7, -14.2, -26.7, -18.8]"
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         "22",
         "1",
         "[8.0, -2.8, -10.8, -2.6, 9.4, -6.8, -73.8, -26.2, -20.7, -14.2, -26.8, -18.9]"
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         "23",
         "1",
         "[8.4, -2.6, -11.0, -2.9, 9.7, -6.8, -73.7, -26.1, -20.6, -14.0, -26.7, -18.8]"
        ],
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         "24",
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         "[8.1, -2.6, -10.7, -2.7, 9.4, -6.6, -73.5, -26.0, -20.5, -13.9, -26.5, -18.7]"
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         "25",
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         "28",
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         "30",
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         "31",
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         "32",
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         "33",
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         "39",
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         "44",
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         "45",
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        ],
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         "46",
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        [
         "48",
         "1",
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        ],
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         "49",
         "1",
         "[12.3, 0.9, -11.4, -6.6, 11.9, -5.2, -74.2, -23.2, -17.6, -11.4, -24.0, -16.5]"
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       "shape": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>label</th>\n",
       "      <th>sinyal</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>[8.1, -3.3, -11.4, -2.4, 9.7, -7.3, -73.8, -26...</td>\n",
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       "    <tr>\n",
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       "      <th>419</th>\n",
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       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>1</td>\n",
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       "      <th>421</th>\n",
       "      <td>1</td>\n",
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       "<p>423 rows × 2 columns</p>\n",
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       "     label                                             sinyal\n",
       "0        1  [8.1, -3.3, -11.4, -2.4, 9.7, -7.3, -73.8, -26...\n",
       "1        1  [7.8, -3.3, -11.1, -2.2, 9.4, -7.2, -73.6, -26...\n",
       "2        1  [7.8, -3.6, -11.4, -2.1, 9.6, -7.5, -73.7, -26...\n",
       "3        1  [7.9, -3.5, -11.4, -2.2, 9.6, -7.4, -73.8, -26...\n",
       "4        1  [8.3, -3.2, -11.5, -2.5, 9.9, -7.3, -73.8, -26...\n",
       "..     ...                                                ...\n",
       "418      1  [21.9, 13.3, -8.6, -17.6, 15.3, 2.4, -68.7, -1...\n",
       "419      1  [23.0, 14.2, -8.8, -18.6, 15.9, 2.7, -68.4, -1...\n",
       "420      1  [23.0, 14.4, -8.6, -18.7, 15.8, 2.9, -68.2, -1...\n",
       "421      1  [22.8, 14.2, -8.6, -18.5, 15.7, 2.8, -67.9, -1...\n",
       "422      1  [22.9, 14.0, -8.9, -18.4, 15.9, 2.6, -67.7, -1...\n",
       "\n",
       "[423 rows x 2 columns]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_path = files_name[file_no-1]\n",
    "# data_path\n",
    "\n",
    "data = loadmat(str(data_path))\n",
    "data_df = pd.DataFrame.from_dict(data)\n",
    "\n",
    "data_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(data_df.shape[0]):\n",
    "    plt.plot(\n",
    "        data_df.iloc[i]['sinyal']\n",
    "    )\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
